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cs.CV2026
UniBRep: Learning Unified Geometry and Topology for Image-conditioned B-Rep Generation
Haiyang Ying, Allen Tu, Jiaye Wu +2
Generating a boundary representation (B-rep) conditioned on a single image requires faithful reconstruction of geometry, valid topology, and support for complex shapes. We present…
cs.CV2026
Flash-BoN: Instant Drafts for Inference-Time Scaling in Diffusion Models
Ruchit Rawal, Reza Shirkavand, Sayak Paul +5
Inference-time scaling for text-to-image generation has progressed from simple Best-of- (BoN) sampling to guided search methods that verify and steer candidate trajectories at i…
cs.CV2026
ChannelTok: Efficient Flexible-Length Vision Tokenization
Sukriti Paul, Arpit Bansal, Tom Goldstein
Leading flexible vision tokenizers achieve SOTA quality at an extreme cost, relying on parameter-heavy backbones and slow, multi-step generative decoders. We depart from this compl…